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Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
5citations -
A physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
4citations -
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
1citations -
The Prism-Net Search Space Representation for Multi-objective Building Spatial Design2023 Lecture notes in computer science conference-paper Engineering Architecture and Computational Design Open access
Ksenia Pereverdieva, Michael Emmerich, Andre H. Deutz, Tessa Ezendam, Thomas Bäck, Hèrm Hofmeyer
4citations -
The nature of point source fringes in mid-infrared spectra acquired with the James Webb Space Telescope2020 Astronomy and Astrophysics article Physics and Astronomy Astronomy and Astrophysical Research Open access
Ioannis Argyriou, P. Royer, Adrian Michael Glauser, Patrick J Kavanagh, Alvaro Labiano
46citations -
Parameter space exploration for the probabilistic damage stability method for dry cargo ships2023 International Journal of Naval Architecture and Ocean Engineering article Engineering Ship Hydrodynamics and Maneuverability Open access
Bas Milatz, Roy de Winter, Jelle D.J. van de Ridder, Martijn van Engeland, Francesco Mauro, Austin A. Kana
4citations -
Design and pre-development of an airborne multi-species differential absorption Lidar system for water vapor and HDO isotope, carbon dioxide, and methane observation2021 International Conference on Space Optics (ICSO) conference-paper Chemistry Spectroscopy and Laser Applications Open access
Jean-Baptiste Dherbecourt, Myriam Raybaut, Jean-Michel Melkonian, Jonas Hamperl, Rosa Santagata, Marine Dalin, +12 more
6citations -
Optical and optomechanical design of the MERLIN laser optical bench2021 International Conference on Space Optics (ICSO) conference-paper Engineering Optical Systems and Laser Technology Open access cited by 1 patent
Marie J. Livrozet, Bastian Gronloh, Heinrich Faidel, Jörg Luttmann, Dieter H. H. Hoffmann
13citations -
Expressivity of parameterized and data-driven representations in quality diversity search2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
13citations